Auto repair shops · Applied AI

Auto repair shops-grade AI quoting, shipped by people who've done it before.

Auto repair shops are some of the most efficient operators in New Zealand – which means the easy wins from AI quoting are usually already taken. The brief we accept is the one focused on the workflow you've tried to fix twice and given up on.

What AI quoting actually does

Customers send a photo, a brief, or a voicemail – AI drafts a structured quote in your pricing format. You review, tweak, send. Quotes go out the same day, not next week.

  • 01 Reads photos, voice notes, emails, and PDFs
  • 02 Uses your pricing rules and current material costs
  • 03 Drafts in your branded template, ready to send
  • 04 Tracks win/loss to make the next quote sharper

Built on: Claude Vision Whisper Xero Vercel

Lay of the land

The two or three things that decide whether this works for auto repair shops.

  • Mechanics quote from underneath a car and answer the phone from underneath a car, and one of those always loses.
  • Booking, quoting, and parts follow-up are the admin layer that decides how many cars a workshop can turn over in a week.
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How we build AI quoting for auto repair shops.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a auto repair shop business, so value lands before the build is finished. AI-generated quotes.

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The outcome for auto repair shops

Quote turnaround drops from days to under an hour. For auto repair shops, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.

Not your typical AI agency.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

Questions

FAQ

What's the realistic timeline for AI quoting with a auto repair shop?

Most auto repair shops have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational – your team gets to use the thing well before the engagement is "done".

What does AI quoting cost for a auto repair shop?

Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.

Anyone else in this space using AI quoting?

Plenty. Quote turnaround drops from days to under an hour. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.

What happens if we want to swap a vendor out later?

AI quoting is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude Vision, Whisper, Xero, Vercel are our defaults, but the build is intentionally portable.

Twenty minutes, your call.

You describe what's broken. We'll tell you what we'd actually do about it.

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Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.